Nan Yin

1. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
   2024/02/01 by Anke Tang, Tang, Anke, Li Shen +9 · 29 citations
   Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
2. A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
   2024/03/07 by Wei Ju, Ju, Wei, Siyu Yi +23 · 15 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
3. CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
   2023/06/08 by Nan Yin, Yin, Nan, Li Shen +13 · 8 citations
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG)
4. SA-GDA: Spectral Augmentation for Graph Domain Adaptation
   2024/08/17 by Jinhui Pang, Pang, Jinhui, Zixuan Wang +7 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
5. Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum
   2024/04/27 by Tao Meng, Meng, Tao, F. Zhang +9 · 6 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Educational Technology and Pedagogy #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
6. CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
   2023/12/11 by Haoxin Wang, Yipeng Mo, Wang, Haoxin +12 · 2 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Anomaly Detection Techniques and Applications
7. A Survey of Stance Detection on Social Media: New Directions and Perspectives
   2024/09/24 by Bowen Zhang, Genan Dai, Zhang, Bowen +10 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Text and Document Classification Technologies
8. GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
   2024/11/20 by Mengzhu Wang, Jiao Li, Wang, Mengzhu +7 · 2 citations
   Computer Science · Medicine · Neuroscience · #62H35 #68T07 #92C55 #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.4.10 #J.3 #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
9. Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion
   2024/04/27 by Yuntao Shou, Shou, Yuntao, Tao Meng +7 · 2 citations
   Neuroscience · #Cognitive Science and Education Research
10. Continuous Spiking Graph Neural Networks
    2024/04/02 by Nan Yin, Yin, Nan, Mengzhu Wan +11 · 1 citation
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing
11. Beyond Scaleup: Knowledge-aware Parsimony Learning from Deep Networks
    2024/06/29 by Quanming Yao, Yao, Quanming, Yongqi Zhang +9 · 1 citation
    Social Sciences · #Qualitative Comparative Analysis Research
12. A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning
    2023/12/10 by Yuntao Shou, Tao Meng, Shou, Yuntao +8 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
13. Relieving Universal Label Noise for Unsupervised Visible-Infrared Person Re-Identification by Inferring from Neighbors
    2024/12/16 by Xiao Teng, Teng, Xiao, Long Lan +7 · 1 citation
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Gait Recognition and Analysis #IoT and GPS-based Vehicle Safety Systems
14. ProtoMol: Enhancing Molecular Property Prediction via Prototype-Guided Multimodal Learning
    2025/10/19 by Yingxu Wang, Wang, Yingxu, Kunyu Zhang +9 · 3 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #Advanced Graph Neural Networks #Machine Learning in Materials Science